{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "<h1 align=\"center\", style=\"color:green\">Matplotlib Tutorial: Pie Charts</h1>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h3 style=\"color:purple\">Draw pie chart to track down home expenses</h3>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([<matplotlib.patches.Wedge at 0x28e652a1630>,\n",
       "  <matplotlib.patches.Wedge at 0x28e652a1b00>,\n",
       "  <matplotlib.patches.Wedge at 0x28e652a1fd0>,\n",
       "  <matplotlib.patches.Wedge at 0x28e651b4518>,\n",
       "  <matplotlib.patches.Wedge at 0x28e651b4a58>],\n",
       " [Text(0.0932866,1.09604,'Home Rent'),\n",
       "  Text(-0.982218,-0.495224,'Food'),\n",
       "  Text(-0.162847,-1.08788,'Phone/Internet Bill'),\n",
       "  Text(0.62561,-0.904772,'Car '),\n",
       "  Text(1.0615,-0.288458,'Other Utilities')])"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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4TeaN9A6WLgZ0avMsZgyRo+TtjTA4sseUt24w1e0LXr2wo6O4bpCIZOwYHZV4xzAX/Pbu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\ncAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28e62cc6dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "exp_vals = [1400,600,300,410,250]\n",
    "exp_labels = [\"Home Rent\",\"Food\",\"Phone/Internet Bill\",\"Car \",\"Other Utilities\"]\n",
    "plt.pie(exp_vals,labels=exp_labels)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h3 style=\"color:purple\">Draw pie chart as perfect circle</h3>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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z3DTys5hVOJxjaxuAdgBZ3WFE1jRpa2QXlAh+kZsXl7nmgfYVp/dd9Pnh9uwl\n2+6dMmXzn5tDfR1tYz0+HAltvG754lHteMKskXbhTESa2dyk/81nwTk/sTdZv6paNQKjt+w4AHhs\nc3h9ut+U8lbE3t0yzhX3HhF7pyqueF8zEZV27S6+dO3P8z17X2yIaOFR/zZhU+w/jWVd7HhpF84A\n+gb0WZ0vhKiP8fXWA+gEkNkVQvidBm1UuzOkql/m53fJ6AW1b5qSFis2RsNGgs5qerlk0ZpbhN6y\ntUGMsBA/HAluuP6hT/GoOc7SMZyPQ0QuInrM3NdrMxFdNMLjbiL6OxFtI6KnAbiHOndVrdrfIKYQ\nAB7ZHF7fExYJ3ac3Vt7Q7IEj+RlSOsR159jcfULnOf8BsiI97kt2P1RStvGetlB3S8tQz7Mpjop4\n1sUM6RjO7gFTGv27OFwHAOa+Xv8B4HEicg3z+PcB9AohToWxc/DpI1zzfRi7MGT1qoi8sT+yyuov\nKhn8Ki/fL7OD6pEMXs44mMndDQWXb7i9KO+Dpw6oal/3wM+F1L53eNQsRzqG88Bpjc+aj50L4H8B\nQAjxAYzeGDOHefx8AH8zH98G44W/IVXVqmEAzwAoAIBHN6ubW3v0mNwkkKheizi6j0oaNfc7kJsa\n3eliZUHzu1MuWH1ThnJwdb2ua5oudF1RbN+TXVe6SsdwHsxQw7nhhnlj7dewAcBhALm6gFixRX1R\nT6OmG3eMy5My1zzQvgm88cFIXCLsuHDPk77Z6+7ow5Ht99/w8GW7ZdeUrjicDW/D3FqdiGYCmAqg\ndpSPzwFw6kgXqKpVNRij8DwA9E6jdmjHEX2T5V9JAnpVcwTa8+O7rnkwdSW2IV8bYJ+U13dEP3vX\nw7fIriOdcTgbHgBgI6LtAJ4G8A0hRGiYx/8CIMvcH+xGAOtGeZ3dANYAmAgA970ffj0dltbdmZ+X\nEHO9+6cpOWn0y0pUOoTy04W1uxLi7y1d8R6CcbaszJEPoBLGC4Shb853zP/syY6rJJcVMy9FHP6f\nlk5ImGVsj94V9meBl9UNp1PTtp2958N5sutIdzxyjrOqWrUdxih8AgCs2KJuORzQU3avwbsK8rtH\nflb8tLj0tFzGOFqaEFpI6F+RXQfjcJblLRg7puQLAA9uDL8Y0UVEck2We1Fz+DvzMibKrmOgxnxE\n3QAolbVGIvdfuHfvdtl1MA5nKczbulfA2C1F2XRYb/13XeTfcquyXuW4xBo1A0DdJMUmu4ZE1RqJ\nfHAoov5Idh3MwOEsSVWtuhdGQ/7JALB8g7p+f4deK7cq67ygObu6EmzUDAB1JYpHdg2JqFfXe7cF\n+z5zbUNDzHZRYWPD4SzXMwCrE4MfAAAQjElEQVRaAeQDwF3vhl5IlVu7f1OQl5CrUBqmKrnptL58\nNHQhxM5g8Ib/bmpKmcFBKuBwlqiqVu2DsVwvG4CzuVv0rdiiPp/s4fFPzdnlz82YILuOwUQyFJtf\nEWnXeH84e8Khf3ytseFh2XWwT+JwlqyqVm0A8H8AJgHAq3WR+vebkrtzXaKOmvs1e/SEmwuX5UhE\nrX/JH/iy7DrY8TicE8MbALbCvDnlt6vDq5q79ah2rZDlWc3ZGUjQUXO/hnGkya4hEQR1Pbg9GLzq\nobajIdm1sONxOCeAqlpVB/AogBCAbFWHfvtboacDIdEpubQx+11hfsJvB1U3idJ+xYYQAjuCwZ/8\nd1PTsE27mDwczgmiqlbtBLAcRuc6R5Nf9PxuTej/wppImlHNM1pGZ3eOs1h2HSOp8ylZsmuQbU84\n/K9HO9rvl10HGxqHcwKpqlV3wrh7cArM9c+PbVaf0YVIiuVNvy/MS/hRMwAcnKzkaEKk7dTGvlBo\nxxMd7V+oCQSS+oXnVMfhnHhehrH+eSoAVO+J7Kv+MPKS3JJG9pSW0dGTBKNmANDtCnXa9KSbMrJC\nQzjcuKKj/fLnOjuT5jeydMXhnGCqalUB4EkAu2Cu4Hh4k7pxw6HE3rn73vF5SdXI/lBW6ncDPNYh\nVW1Z0dH+2ZWdnU2ya2Ej43BOQOa+g3+B0bmuEADueDv0Wl27npCNz5/UMjp6vc4i2XWMRUNBeq3Y\nOBqJtP+to+NLf+/oSIse4qmAwzlBVdWqAQB/MD/06gLip68Hn93XoX8gs67B/DHJRs0AUDeZHLJr\niJdOTfM/2dnxrcfa21bJroWNHodzAquqVVsA3AujQVJmWIN+42vBlYkU0E/oGe19STZqBoA6n5It\nu4Z46Na0nr93dtxQGwpVya6FjQ2Hc4KrqlX3wBhBj0MCBvSfCvOTstVp8wTFq4rU3vC1T9dDK7s6\nb9kWDK7glRnJh8M5CVTVqjsA/B4JFtArNFd70OsYL7OGE6YoaLfrKdtjI6jroee7uirX9/Xdx8Gc\nnDick0QiBvT9RXlJOWrudzBb9MmuIRa6NM3/SHt75Xu9PXfUBAJJsUaeHY/DOYkMFtA/+Xdw5fYW\nbWO8a3lEd7UFs5N01GyqL6KUG1E2q+qRe4+2/m5nKHhXTSCQ1D880x2Hc5I5JqCzVB36zW+GXnxj\nX+S1eLYa/cv4vKQfkdVNVpyya7DSnlCo/p7WI79siUTurgkE+CaTJMfhnITMgL4HRh/ocQDwx/fD\nq5/cpj4T0UXM98h7SHe1hbIdhbG+TqzVTU+dXbjX9fbuvPdo64/7hFjOwZwaOJyTVFWtuhvArwCE\nYe7kvXJX5IPfrwmv6FVFTPsVP1iU/KNmAGgvsGWGhJ7U8866EPrLfv+aFR3t/yWA53mOOXVwOCex\nqlq1CUZAHwBQAoDebdQO3fJm6OH2Pr0lFtdcrruPhrOSf9Tc76hT+GXXcKJUIcJPdXa++q+A/7s1\ngcDbvCojtXA4Jzmz1ehvAawDMA2AbW+77r/+5eAju1q1LVZf7+GiXKtPKdVBr0iKTnrH8mua/6G2\ntmfe6+35Xk0gsFN2Pcx6HM4poKpWDQJ4EMA/YYygXf4Q1IrXQy88vUN9zqqe0Pcbo+YCK86VKPYV\nk+wSxuyDYHDvr4+0PLAzFPxhTSCQlDvmsJFRku8lygZYVuYgAGcB+BYAFcARACgbp+T+eJHz80VZ\nyuQTPbcmBM4omtSmZtrHWVNtYjh1i9pyy8uUFLefh4UIvejvWvd6d/fzAB6qCQTSrrNeOuFwTkHL\nyhwTAHwPgA/GfLTmUKD8eJHzwvLJtnMVojEPF/+ku1sfmlGYMnPN/bK6tL5HHxBu2XWMpEVVDz3S\n0b66SVUfBvBGTSCQVl310hGHc4paVuZwArgKwKcBHAUQAIAlM+y+r81zXJWdQaOePNaEwMKiSW2R\nFBs191txV7jHAyVTdh2DiQihvtXTvekfXV1v6cBfagKBetk1sfjgcE5xy8ocswH8JwAXgIMAkOWE\n/QdnOs8/c5JtkU0ZebPTPwp361+np96oud89vwsdLgnbEm7H8BZVbXqso31Do6pWAfh7TSCQ1Mv+\n2NhwOKeBZWWOXADfBDAfQAuAXgCYV6SM+95C59LJXmXaUMem+qgZAK5/NNhwbou9RHYd/cJCD77d\n3bP5H/6uDQL4K4DtvEwu/XA4p4llZQ4FwBkAvgrADeAQAA0Arp3rmHNlmX2Jx0HH7Ur9B+E58uj0\ngqTuoTGST78cavzaFttU2XVoQkS2Bfs2P93ZWefX9TcAPF0TCARGOo6IimH0/T4DQAhAPYAbhBAf\nxrRgFlMczmlmWZkjC8Zc9KcAdMOYj0a+mzJ+cKbzwvnFyhn9Ux2qEDizeFJ7xGPPl1dx7M3aFWm9\n/QVIm7YRQoi94fD2pzo7djdHIi0AHsEoR8tkvLi7GsDjQojl5mPzAWQLId4Z5fEkkmSH93TC4Zym\nlpU5pgH4OowVHc0AggAwc5yS880FjgtnjVPm30uZR1ak+KgZADJ6dfWJezXHCSxiiVqTGt6zsrNr\nx55w6CiAFwC8OZa5ZSJaDOAXQojzB/lclnnOPAAOALcIIV4gIh+MXd5rAJwN4DNCiIaovxhmKQ7n\nNLaszGEDcC6ALwHIAHAYgHpUUWZnFthndl5cFOrzeRaSjNSKs0fvCvuzEL9GSG2RSNML/q5NG/r6\n2gC8BuDlmkCgc6znIaLrAUwTQvxokM/ZAXiEEH4iKgCwFkApjBuV9gFYJIRYG9UXwmLGLrsAJk9V\nraoBeGtZmWMzjGmOy3WAWu22sg/8yrrIC0ebXJNd7+csyjkvozhjLimUsneUtrj0QFYw9uHcoUWa\n3+zu3vpGd3czgDUA/lkTCMSkDwoAAvBrIjofgA5gEoD+G24aOJgTG4czQ1Wt6gfw3LIyR00f0ee7\nSfFFFBIA7MGmYFvwmeA/ncXOVTln5ix0TXYtUJyKR3bNVmvMhzrjUGzOrQkR2R8O73izO1C7JRgM\nAtgFYGVNILDfgtPvBHD1EJ+7FkAhgNOFECoR1cNYUgkAPRZcm8UQT2uw43gXeAtgjKQvhjH6aoHR\nmhTkIFvOGTmneGZ6FjpyHdJXOFjl0tfDB76zXpli5Tn9mnZ0W7Bv00v+QFOnrikw1pk/BWCXVUvj\nzCmntQD+KoR42HzsDAAeGEsnTxJC/ICILgLwJozmWADwohBijhU1sNjgcGZD8i7w5gNYDOASGHPS\nXQA+mhd1+VyF3gXeha5JrnlkpwxJZVpixp5I213PIuq13LoQ+gFV3f1OT/f21b29/S/sbQLwBoAP\nY3HbNRFNhLGU7nQYL+zWA7gBQAeAf8F4MXALgHMAXG4exuGc4Dic2Yi8C7wuAKfC+I/tAxCBMZqO\nAIDiUhzZ87JL3dPcJzsLnKXJGNT2kK797XcaKXRi8+qdmta8JxTaXR3w1x+JRAjG7fKvAlhTEwi0\nW1osSwsczmzUvAu8BGAKgAsAnA/jNYsu800AxrRH1pysaZ4ZnpOd451lijMxe1YM5qHKcEeuUPJG\n89ywEMHDqrpvTyi0Z01vT+PhSCQTRgveHTBWX+ziDVZZNDic2QnxLvBmAlgAI6hnwJib7obxq7Rx\nQwOBMk/JnOKZ4ZnpGOeYas+2T6RR9PKQ5fb7gk2zeuxDtlXt1LTmhnB477Zg3571vb3tESAXxtcd\nAvA6gPdiuPKCpRkOZxY17wJvLoBZMOY0T4ExguwD0AbzFnEAICfZPSd5JrqmuKY6C51T7Tn2KYpD\ncQ16Ugm+/WSwfkmj3QcYc8d+XW9ti0Sa68PhhrW9vfsORlQHjBfaAKAVwPswRsr1NYFAWE7VLFVx\nODNLeRd4swCUASiHsVrABiOse2FMf3wixFwlrkLXJFexI99RaPfaC21ZtkLFpeTGdYQd0CK2Hr1x\n7ppgY/mGiH9fKNy8KxQ8EhLCBePuOoLxQ2YnjO3A9gBo42ZELJY4nFnMeBd47QAmApgKYA6A2QD6\n56AjMF4068WA0TUAgEDOIqfXWejMd+Q5chW34lEyFLfiVNzkJLfiUNzkIJdiV9ywIQOAgIBu/ikg\noAsIAQEhNBEWIdGth/QeLah16316j9ardWs9Wk/EH+kOHQ51TKvTPuftxauKsarBBWP+nGCMjtfB\nGB3v59ExiycOZxY35guKBTDCeqb5NgnGC4s6jFG2BmNKJAhjlB2B+WJjFAhG8DoAOM23DPO8YuJR\nMW18F7bZBHbCGBUfNt+6eXTMZOFwZlJ5F3gVADkw7mQbB+P24skAis3HPTDCVeDjkB7Y62PgY4P9\nYyYY0yoBGGu0OwC0w2iZ2gKjK1+bf7Pfkk1wGbMKhzNLaOZo2wmjB/XAt49GvoA5pfHJ91UYq0d6\nAPT4N/u5JSZLKhzOjDGWgFK2y5hViEgjoi1EtIOIVhKRh4h8RLQjTtd/hYgmEdEqIlo4wnM/Q0Sn\nxKmum4b5XD0RbTe/b9uJ6KoBn1tt/vnR95CILiSiF2NfNWPJg8N5ZH1CiPlmH4IwjM1S44KI3ADy\nhRAHR3nIZ2CsMx7LNU60M+GQ4Wy6SAgxH0bHtPv6HxRCLDrB6zGWVjicx+YdACeZ79uI6GEi2klE\n/zaDFEQ0n4jWEtE2IvoHEeWZj68ioruJaB0RfUhE55mP24joHiJabx7zvQHXuxDAqmOLIKJuIrqT\niLaa1yoiokUAlgG4xxyxzjDfXiGijUT0DhHNMo9fQUS/J6IaAHcT0S+I6FGzxn1mA/f+a33FrHkL\nET1o1lsJwG0+9uQI3zMvjBfhPqp9LN9wxtIVh/MomSPMywFsNx8qBXC/EGI2jFUAnzcffwLAT4UQ\np5rPvW3AaexCiDNhdAzrf/zbALqEEGfA2KDzu0TU39bxcgCvDFJOJoC1Qoh5AN4G8F0hxGoAVQB+\nYo706wA8BOAHQojTAfwYwAMDzjETwCVCiP9nfjwLwBIAZwK4jYgcRHQygGsAnGOOgjUA1wohKvDx\nbxTXDvEtqzGnLd4CcMsQz2GMDYGb7Y/MTURbzPffgbH55kQA+4UQ/Y9vBOAjohwAuUKIt8zHHwew\ncsC5nh/4fPP9SwGcSkT9DdNzYAT/fhi3Q/94kJrCAPrnaDfC6L38Ceb+cYsArBywy9TAbnErhRAD\nb/6oFkKEAISI6AiMJW0Xw2hDud48hxvAkUHqGcxFQoijRDQDwBtEtEoIwaNmxkaJw3lkfeao8SNm\nUA1cF6vBCK6R9B+j4ePvPcEY3b56zDWmAzgghBjsrjRVfLzMZuC5BlIAdB5b+wDH7oRx7NdjN2t7\nXAjxsyHOMSIhRB0RtcCYC193oudhLN3wtIaFhBBdADr655MBfBXGr/XDeRXA94nIAQBENJOIMjH0\nlMZwAgCyzVr8APYT0RfM8xIRzRvj+d4AcDURjTfPkU9EJebn1P6ah2MeOw0A7+7M2BhwOFvv6zBe\nlNsGo/HP7SM8/68w9pTbZM7RPghj1HoZxh7OfwfwEyLabE4nXAvg20S0FUbTnquGPfoYQohdMOaL\n/21+Pa8BmGB++iEA24Z5QbDGnA6qAVAhhOBWmoyNAd+EkoCIKAPAe0KIYdc1M8ZSF4czY4wlIJ7W\nYIyxBMThzBhjCYjDmTHGEhCHM2OMJSAOZ8YYS0AczowxloA4nBljLAH9fy0EVjk1NgGLAAAAAElF\nTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28e66874dd8>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.pie(exp_vals,labels=exp_labels, shadow=True)\n",
    "plt.axis(\"equal\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h3 style=\"color:purple\">Show percentages for every pie. Specify radius to increase chart size</h3>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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ls40X72MstmwAHta7CDa4lA8JALONGQUnWsZNn6V3IYylqPNKFlZ+Q+8i2MBSOiTspWV2\nAN9zzb1oFkkSd1Yzpp/7SxZWcks+DqV0SCDUWT3d6M7lzmrG9JUH4G69i2CHStmQsJeWjSWT5eK0\naWfM1bsWxhgA4CclCyun610EO1hKhoS9tEwCcJVz1gXcWc1Y/JAA3KZ3EexgKRkSAGZLdvccy7hp\nM/QuhDF2kMu5NRFfUi4k7KVlFgDfdcw4p4QkA8/2ZCy+ELg1EVdSLiQAlElWR7YlfxIPeWUsPnFr\nIo6kVEjYS8tMAC51TD+7iAxGi971MMYGxK2JOJJSIQFgLpms2ZaxU+boXQhj7LC4NREnUiYk7KVl\nBgCXO6afVcibCTEW97g1ESdSJiQAzCSjOddSOJ1bEYwlhstLFlbyCESdpURIhOdFXJE27Yxxksni\n0LsextiQcGsiDqRESACYDskw1lo8k1sRjCWWy7g1oa+kD4nwUuCXpk09rYBnVzOWcAjAL/UuIpUl\nfUgAmAJgvG38nNl6F8IYG5ErSxZW8mVinSR1SOxtRViLZ7olS1qm3vUwxkbEAeBKvYtIVUkdEgBK\nAJTaxs/h7REZS2w/0ruAVJXsIXEimW0wZuRP1bsQxtionFCysPJovYtIRUkbEuGF/E61TzopiyQj\nL+THWOL7od4FpKKkDQkAUwFYLWOn8vA5xpLDd0oWVpr1LiLVJHNInGFMz5MMaRnFehfCGIuILACX\n6F1EqknKkLCXlmUAOMY+6aRiItK7HMZY5HAHdowlZUgAmA0A5pyjjtG7EMZYRJ1dsrCSrw7EUNKF\nRHhuxNmWohl2yWLP0LsexlhEEYCr9S4ilSRdSAAoApBvK5kzSe9CGGNRcZXeBaSSZAyJMjJahGnM\n2Gl6F8IYi4oJJQsrS/UuIlUkVUiEtyc9w3bUHCdvT8pYUpuvdwGpIqlCAqHF/GzmnAncscVYcrtA\n7wJSRbKFxEwAQWN6Lq/VxFhyO71kYSVvQxwDSRMS4VFNc43p+Sqv+MpY0rMCOFPvIlJB0oQEgBwA\nbmvRjLF6F8IYiwm+5BQDyRQSEwDAlFk4Qe9CGGMxwZ3XMZBMITEHgM/oyh6vdyGMsZg4qmRhJc+H\nirKkCAl7aZkRwAxLwRQrGc12vethjMUMX3KKsqQICQCFAIyWgiklehfCGIspvuQUZckSEpMAkHHM\nWB76ylhq4aGwUZYsIXEsmSxeQ1pGkd6FMMZiygJglt5FJLOEDwl7aZkdwFHWomMySJIMetfDGIu5\n2XoXkMwSPiQAHAWATJlF4/QuhDGmC25JRFEyhMRkAKrBOSZP70IYY7rgkIiiZAkJr8GeziHBWGqa\nUbKwki81R0lCh4S9tEwCUCLZnDKZrOl618MY04UVoRWgWRQkdEgAyARgMOdOzCYivWthjOmHLzlF\nSaKHRB4A5LvNWUYtqOpdDGNMNzzCKUqMehcwSmMB0CPZL+afbFtCrUFLV00ws2+LOk7diImGzYbJ\njp3Go9yCDNzMYCy5cUsiShI6JCZTwzkStDmZxmCJgSDlWwIZ+ZbmjFPQDGAFAEDWoOwO2Hp2yFm+\nzVqRuhGl5k2GKY5mU5FL3+oZYxHEIRElJITQu4YRu2iS6S8yDO6XrjBf5TDTsPa09qsU2BVI69ku\n5/g3a8ViozTJstkwxdVuzOUFAhlLTEV1i8ob9S4i2SRsS2LBZJOFCOnj0rS24QYEAFgNwjLR7s2Z\nCC/moxZAFQDAq0j9DUFn7zY5179JG08bpUmWLcapbo8h3Rrpn4ExFlEzAXBIRFjChgRCI5u0adlS\nRLcqdRg12zRjj20aenAJtgF4FwDQIxu8dUG3Z6uSH9wojqJN0mTbl8Yp6QHJbork+RljI1aodwHJ\nKJFDIgsAjXVK7liczG1SHTNNnY6Z6MSV2AzgDQgBdMimntpghnerUqBsxARpkzQlbbux1K1IZp7c\nw1hs8YTaKEjkkMgBQBk2cuhVABGQZZbdWeZW9/FoBbAOAKAKaF8ZaWXcZJiSttM43g0eacVYtHBI\nREEih0Q2ANllQZrehXwVj7RiTBccElGQyCExBkDQadavJTFcJgnGIlt/ZpGtMXMeGgF8BuDgkVab\nRInYSKXmLYYpbh5pxdiwcEhEQSKHRAaAoMNMcdeSGK5DR1p9CGCgkVaTrVuMU1w80oqxAXFIREGi\nh4RsNyFhWhLDNdhIq27Z6K0LunqrlXyZR1oxtk+u3gUko4ScTLdgsokA/BNA83OX236ZZqaUv6av\nCYhO2dRbG8zwfqmMlTdigmGTNDltB4+0YqllTN2i8i69i0gmidqSsCK0OKFmNcZfx7UeJAIdPNJq\nLQAeacVSTh4ADokIStSQSAMgctLIapCI3yUfxuFGWjUH7N075CzfFq1Q45FWLEnkAfhS7yKSSaKG\nhAOAKHAmzsimeGOSYCy2+bKKbQ04Cw0YfKTVJPNmwxR3hzGHR1qxRMCd1xGWqCGRBoDG2MimdyHJ\nhkdasQTHndcRlqgh4QAAo5TwmyYljMOOtArsX9Nqs2ESj7RieuIWb4QlakhYABgk3rNUd+kmxTHL\n1OGYhQ58A5sA7Btp1XPQSCvD5LTtxtJ0lcwc7CyaEvU1LW4l6i+UAAiJuCURjwYdaaVBawlaumpl\nHmnFoiZRX9PiVqL+QiUAZCDwC0sCMUiQCqyBjALrwSOtghqU3aGRVv2b1UJ1E/FIKzZiifqaFrcS\n9RcqgVsSScM8nJFWxinuDgOPtGKDStTXtLiVqL9QCQhd1tC7EBY9hxlp5WsIOHu3KbmBfSOtxHQL\nwcR/D6lKaAYyWnohGYJ6l5JsEjUk9vZJ8ItCCnIYNfs0Y49970irSu3T1u6lU7qbS75ttLvHj9W7\nPqaTANIA8LD4CEvUyzUGcEiwsLttY9we0ZZ94do/jXWtX9zv9XXwu8nUpeldQLJJ5JAA90mwV3xm\npadAsjRlCg0Aju3aaJu/4najaee7u1RV5rBIPareBSSbRH2RDV9u4nkSqe4vGekyADQWavteHEzQ\npFPrK8Ydv/xWWWnf0piIKx2zEeOQiLBEDQkJgPDJgt8pprAXFXNvT4HVBgB1Ew5d6NEt96adu+nv\nhRPWPtAW8LW3xb5CpoOA3gUkm0QNCQCgbr/o17sIpp+/5Izx7f26I8fgCArhH+hxJb07ss/74rZs\n17ZXGhQl4BvoMSxp8DLhEZaoIeEFIHVxSKSs5xVzr9dtPmjFz3aT1jPY4yUCjm3+oOiUz280iN2r\n6oXQuIMzOXFIRFiihoQPANp9HBKp6v6cMYf82ze5xBEvNdg1v+Ws6ieLp61c1B3obdodneqYjjgk\nIixRQ6IfgGjtE/3cKZl6/q1aevrc5kOWhN6ZR0P+Y8j3NY2Zv+au/OzN/2oKBvt6I1sh0xGHRIQl\ndEgoGoSscUdVqvlrdsaAfQ87CqVh720xo+2LsfOW3Wg3NnxUr2mqMvrqmM44JCIskUMCABBQwJec\nUsjTqqXHN0ArAgBqxkvOkTynWSjG02pfLJ7zxe99cmfNrtFVyHTGIRFhiRwSBAABdeARLSw5PZST\nMWjL0ZNhsPcLbcSjl8YEOlznbfjLuHHrHt4T8Hd3jvR5mK44JCIsUUNiXzD4uSWRMpaolu5+lznn\ncI9ps4hR9y9M6t6cd+6ymzPsNZX1ihrkNyGJo/+axfP48nOEJWpI9CNcu1/hEU6p4m85GUecPNmY\nfuQRTkNhIEEnNL5VfOKyWzS1dWOD4BESiYAvFUZBQoZERbWsAAgCMPT4wSNTUsCTqrXbf4RWBADU\n5kd2qRan4rWfs2Vx0aTVf+oI9LW2RvK5WcTV6l1AMkrIkAjzAjDu8WodehfCou/h3Ax5KI+rKRr+\nCKehKPTWZZ234vc56dUvNMqyvy8a52CjVqN3AckokUOiBYCtoUdwSCS5x1Rrl99pyh7KY2tLDOnR\nqkMiYM7ujwtPX3ajiZqW12maFleLyX244SXc8cLVuPOFH+LJ9++ArAx8dW5t7cf4+T/OQn1bNQCg\nZs8m3PXij3DvK/+Ltp4mAIAv4MXfKn+LBLvKxi2JKEjkkGgAYNvWoXJIJLnFuRlDnr/gd0hmLzRP\nNOuxagHzmdufLpmx8g5PsKehOZrnGqruvjZ8vOlV/OayR3DT1x+HJjSsrvnwkMf5gz58tPFVlORM\n3Xfbh+tfxI/OvR0XHX81Pt1SAQB4Z83TOG/2t5BgCy1zSERBIofELgCm2i7RK6tiSJciWOL5h2bt\nCgyxFbFXq1VENST2yu1vST9/7T0FeRsfbw4GPIOuGxUrqqZCVgJQNRVBxQ+3PeuQx7y58kmcPetK\nGA3mfbcZJCNkJQBZCcAgGdHW04zuvnaUFsyMZfmRwCERBYkcEh0ANAGgNyB4THuSejQ3Y9iXdBoy\nYruE/LSONQVnLbvJYa77oE7VFF3esKSnZeOsmV/DLc9+Ezc9/TXYzA5MLTz2oMc0tm9HV18bZhSf\neNDt587+Jp775H5UbXwZpx19Cd5Y+TguPO4HsSw/UjgkoiDRQ4IAoMvP/RLJ6BHV1hl0mA59O3wE\ntQWH7i0RbSaohlPqXik5dvltAbmjujHW5/cFPNhY9zl+/61ncee3X0BQ6ceKbUv33a8JDS9//ggu\nO/Gnhxw7Lmsirr/0b/jlRX9BR+9uuO2ZEELgiaV/xJIP7kKvLyHeg7Vfs3heTFqQqSaRQ6IToZCg\n1j7RrncxLPIey0sf0XLeO0oMtkjXMlQZwW7HeRsfLCxZ82BLoL8zZn+XW3etQaYzD05bOgwGI2aO\nPxU7W7bsuz8Q9GF31078teLXuPXZb6GudQv+8c4t+zqvAUAIgXfWPoP5c7+Dt1c/jQuO/R6OKz0b\nH216NVY/xmhs07uAZGXUu4CRqqiWlQWTTW0ArM0ebkkkm79rI2tFAEB9sZSuCVXX7W2P6q3OLV5+\nq1g17pz6nvHzc4xGc1SDa4wjBztbv0RQ9sNktKC6aQ2Ksifvu99mceCe7+1/sX+g4te49MSfoPiA\nx3yx7V0cXVQGu8WJoOIHEYFIgqwkxCTmNXoXkKwSuSUBhDqv7XXdPFcimahC4PHcjBGPvZQtktEj\nCd07kg0kqKzpveKTlt1E2p619UJoURtPWpI7FbPHn4Z7Xvkp7nrxRxBC4OSp5Xhz5ZPYUPf5EY8P\nyn58se09nDbtYgDAvGOuwGNLf4+KFY/hlGkXRavsSFqtdwHJihJsHPRBFkw2LQCwIMOK1icvsS3U\n850ji5wHNVvHPydkZ47mOf74V/+uyT7juEjVFAlNaYWdG6Z8L2hx5ucd+dFsmGZcs3jeJr2LSEaJ\n3pLYA0Dq8iPY1S94yYQkoAqBJ/MyRv08DZkUVxPdAGBsX+OY+avvyMv88tlGWfZxJ2uECCF8AL7U\nu45klegh0QJAAEBjr2jQuRYWAQ8Je6eSZhxVKwIAasbGfoTTUM1s+bzwjM9vtEq7/lvHGx2NHhGt\nu2bxvLh7U5AsEj0kmgFoAAzV7RqHRIJThcCSCLQiAGBHiZQWkSeKEouQTWfseK5k5hd/9AW7djbp\nXU+CW6V3AcksoUOiolqWEVrUy7miSY352HQWWQ+ItA4lzTgmEs+1q1Byq0LE/bvL7ECb6/z1fxpb\nsOEfzcFAL2+YMzLcaR1FCR0SYRsAOLd3aj3e4Og3nGH6kIXAM/npERt4oBklqceg6T7CaaimdG4o\nOGvZTW7rznfqVVVOiDGncYRbElGUDCGxbyp+sycxLjk19mg4c0kfpv7di6Mf9uKvy0OvCZ39Auc8\n3YfSh7w45+k+dPUfOvKsvlvD3Ee9mLU4dOziVaEVKAKKwPnP9GH6w148vHL/qhT/80Y/1u6O+zfU\neABpHYo9Mq2IvZrTREIt6W2CJp1U/0bx8ctvUZW2zQ2JPPIwVoQQHeBO66hKhpBoRHjmdU2nlhCX\nnIwS8OdzrfjyGgeW/zANf18pY0ubikX/DeCs8UZs/4UDZ403YtF/D31Dme8kfH51Gtb91IEvfpSG\nRf8NoNmj4d0aBXPzDdjwszQ8ujoUEuv3qNAEMDs/bvtwAYRaEc/mpUf8b7E+CyOasa03t+yxn7v5\n4aIJa+9vDfja2/SuJ54RUdU1i+dxmkZRwodERbXcB2A3APvaPYnRksh3SpgTfuF2WghTsyU09Qq8\nXq3gezNNAIDvzTThtepDB76YDQSLMXRVJqAI7J2eZZKAfgVQDnhZvKUqgD+caYnuDxMBf0Zau2o3\nRqbH+gA7xkkJu6IAAJT01uS8CKfPAAAgAElEQVSc98Vt2a5tLzcoSsCndz1x6tD10FlEJXxIhG0A\n4F7VrLYE1diuADpadd0a1u5WUTbOgBavhnxn6J8k3ymhtW/gN8KNPRqOecSLwvu9+O3JFhQ4JZwz\nwYg9Xg1lj/XhNydbUFEtY26+AQXO+P4nDmoC/8lPj8qLec14yRmN540liYBjmz8sOuXzGw3YvbJe\nE1pCto6i6IORHERE44jodSLaTkQ1RPRXIjKH75tFRBcc8Njbiej6SBVMRB8R0bEHfF9CRJsGOfcC\nIlr41TqI6A9EdHb4618Rkf2AY94ioohtvhXfryBDtw2AUdEgdntEvd7FDJU3KHD5Cz48cL4VLsvQ\n+2wL3RI2/MyBHdc6sGR9EC1eDUaJ8O/L7Vj7Ewe+Ns2IB5YH8X8nmfHrd/244gUfKqrjc8uN++Bo\nV23GqOwmtydfcikiOfYasWt+y7zqp4qPXnl3T6C3abfe9cQDIbTGaxbPG/bCfhRameEVAK8JIUoB\nTALgAHBn+CGzAFwwyOHDRjSsOTsHnVsIUSGEWPTVBwkhbhVCvB/+9lcA7Afcd4EQonuk9X5VsoTE\nvr6I9S3qVj0LGSpZDQXEVTNMuGxq6BJTrkPCbk/ojeJuj4actMP/8xQ4JRydY8CnDQd3TD+8Mojv\nzTRhWaMKswF4/gob7vgk/gbMBDWBFwqi04oAAEgSOo1axP5niQf5vuaM+Wvuys/ZvGRXMNiX0qP5\niKS3RnjoPAB+IcSTACBCQ6WvA3A1EbkA/AHAlUS0joiuDB8zLdwCqCWia/fXQN8mohXhx/5jbyAQ\nkTf8bv8LAAdv4DHoz0Pmr56biL5PRH8b4LFPEdEV4VoKAFQRUVX4vjoiyhqsvvDHU0S0iYg2EtF1\nh6srWUKiA6Glw+3v7FCqtTgfFiKEwA8r/JiaZcCvT9zfZ7BgkhFL1ofe+C5ZL+PiyYe+fu7q1dAv\nh368rn6BzxpUTM7c/8/Y1S/w5nYF351pgk8WkAggAvxxOK/3HnK0abbo7UkNAM0O0R/N59fL9LYV\n4+Ytu9FubPhIt42O4sDbIzzuaHxlboUQohehLZFLANwK4HkhxCwhxPPhh0wBcB6A4wHcRkQmIpoK\n4EoAJwshZgFQAVwVfnwagE1CiDIhxH+HUpQQIjjIuQ93zIMITSo+Uwhx5oH3Haa+WQDGCiGmCyFm\nAHjycOdIipCoqJYFgP8CGLOrV/S1eEVcj3L6rFHF0xtkfLhTwazFoeGsb22XsfAUM5bWKih9yIul\ntQoWnhIKkFXNKn5UEXqt+7It1O8wc7EXpz/Vh+tPMmNG7v7W7B8+DuDmUy0gIpw30YhVzSpmPNKH\nH88xD1iLXgKawEv56VEvamcOxfUbhtEwC8V4Wu2LJXOX/94vd27fpXc9sSRClxFH1B+B0GjIgf4u\nBrsdACqFEAEhRDuAVgC5AM4CMBfASiJaF/7+qPDjVQAvD1b+EG8brcHqqwVwFBE9RETnAzhsizSh\nR398xQYAFwHAplZta75TKtK5nkGdUmSEuM014H0ffPfQ1SSOLTDgsQWh7QjOmWDEhp85Bn3u+8+3\n7vvaaiS89534XJ1iUagVMay9q0eipohM2B7ts+hrTLDTed6GB5zb06ft2THlKpPFmj7qta/in/j4\nmsVneUd48GYAlx94Q/gyUyFCKzjMHeCYA6/Xqgi9dhKAJUKI3w3weL8YfMZ/B4ADR/ONARCNDaoG\nrY+IZiLUMroGwNcBXD3YkyRFSyKsHoAPgGVprcKTa+KYXxN4pSD6rQgAqCkxDJzGSai0e0veuctu\nHmOvebNeUYN+veuJJiLpuVEc/gEAOxF9N/RcZADwZwBPhVeU9QAYysi4DwBcQUQ54ecZQ0TFQzju\nIwDfpv1bG3wPQFX466Ge+0CDHTNgfeH+CkkI8TKAWwDMOdyTJ01IVFTLKoBlADK3tmvdHT6tRe+a\n2MAWkaNVsxrcsThXR47BERQiqV8wD2QgQSc0vl184rJbNLV1Q4OI8/65kQhfanplFMcLAJcC+BoR\nbUdodKQfwI3hh1Qh1FF9YMf1QM+zBcDNAN4jog0AlgLIH0IJjyL0wr6eiNYjNLLqT8M59wDP9/be\njush1DcWwEfhS1BPARioJbRPQm869FULJpumAPgNgIYbTjKffmqx8QydS2Jf4dOEOGHsOI+wxu4d\n/gP3BVoKFENurM4XTxodxe2bpnxftThykubnVzX1rWsfPadc7zpSRdK0JMJqAAQBmD6q40tO8ehu\nydkWy4AAgF3u1GlJfFWhtz5r/qrf52Zs/U+jLPeP9Bp+XDFIhmf1riGVJFVIhJcOXwkgc2Wz1tob\nELz0chzxaUK8nu+2HvmRkbUzl3e1nb3n08LTl91kpqZl9Zqmxf+Kj4MQQvMDeF3vOlJJUoVE2EoA\nZgDY3Krynrdx5A4dWhEAUFMoxTyY4pFVC5jP3P5M8TEr7vAEexoScqMjTYi3rlk8L6FW9010yRgS\n2xEaomZ4+UtldbxPrEsVfZoQbxa4bXqcOxnWcIqkHH9L+vlr7xmbt/Hx5mDAk1Az0vlSU+wlXUhU\nVMv9CLUmcrZ1aD2NPWKH3jUx4I8GV6uwGHR5sfZkGOz9QuNVVL9iWseagrOW3eQ0171fp2pK3C+M\nqQmtF8BIl+JgI5R0IRFWhfAlp6o6hXet0plXFeKtfJeus/raLLxr4UBMUA2n1L1actyyW2WlfWtj\nPDe8hRBPXLN4XsoOQtBLsoZEDYAWAM7XtirbvUGRMNtYJqM/GF2twmIYfJp4DDSmi/hb4TCOpMs9\naedueqhw/NoHWwK+zmjM/h0VIYQwSIZDFrpj0ZeUIVFRLWsILf6VoQmINbvVNXrXlKq8qhBv69yK\nAIDafOIhTkNwVO+23HO/uDXTsf21BkUJxM3iiIoa/OiaxfNq9K4jFSVlSIStRniNlRc2y2s0IXiz\nFh3cbnS1QOdWBADUFBl06TRPRAYSdHzT0qKTlt1M2p419UJoul+DMhhM9+ldQ6pK2pCoqJa9CK0M\nm9PQI7y1XSIh9plIJr2aEO8WuONiZFFtieSO5+vt8cih+qxnb328eMqqezoDnt179KpDUeVGiaR3\n9Dp/qkvakAj7GIAJAJbWcAd2rN1ucLXALOl+qQkA/A7J3EfceT0SY/t2Zc5ffUde1pZndslBnyfW\n5yfQg9csnscJr5NkD4l6hHatc7+zQ9nZ4xcdeheUKro1aEvjpBWxV6tVJMWyFHo5pnXZuDOW3Wg1\nNH5ar2lqTLax0oQWMBiMj8XiXGxgSR0S4c2I3gKQLgB8Uq8s07mklHG70dUaL62IvRoyRNzPBYh3\nFiGbTq/5T/GsL/7gC3bVRn3WtqLKz16zeF5CTfhLNkkdEmHrEdowxPz0BnmdN8iXHKKtS4P2Qb4r\n7vZxqC0Y1ob07DCyAu2u89f/eezY9Yt3B/09UVkjTROaYjZafh+N52ZDl/QhEZ6B/RaAXL8C9dN6\n5TO9a0p2t4ZaEXa96/iqHSU8winSJndtzD97+c1ua+079aoqR3Quij/oe+maxfMaIvmcbPiSPiTC\nPkJoOKxpyXp5jU/ma9PR0qlC+6gg/loRAFBfLKXzWl6RZ4QmndTwRnHZsltUpW1TQyR+xZrQVIvR\n+tsIlMdGKSVCoqJa7gXwLoA8nwzlswaVWxNRcovJ1QJT/LUiAEC2SEaPxLPvo8WleOznbn6kaMKa\n+9sCfW2to3kuf9D34rX/PJdbEXEgJUIi7AMAAoDx8bXBVX1BEfOhfMmuXYX2SYErXe86DmePTeNW\nZJSVeGqyz1txe45r20uNsuIf9sKK3IqILzENCSJSw3u37v0oicBzfkRExx7pcRXVcjfCe7z6ZChV\ndconoz03O9gtZncLTFJcX/evz6KIDt28afdunLJjOxbsrN1324Ptbbhk505cWrcTP2psQKsiD3js\nn9tasWBnLRbsrMXbvfvHU9zQ3IxLdu7E/W1t+257pL0dH3gS532NRMCxzVWFp35+kwHNK+o0oQ15\nxQNuRcSXWLck+oUQsw74qIvx+d8FoAEwPbVOXuMJCB5aFyFtKtT/5jvjuhUBADUFZIzk813qduPR\ncYUH3XZ1xhi8Nn48Xi0Zj9MdDjzcfuj0nI+9Xmzx+/FKyXj8p7gET3R2wquqqPaHFjl9bfx4rO73\nwaOqaFMUbPT34yxnXE07GRK75rfM27akZPqKu3oCvbt2H+nx3IqIP7pfbiIiKxE9SUQbiWgtEZ15\nhNttRPQfItpARM8DGPI713BrohJAXlCF9l6N8lE0fqZUdHMCtCIAoKYksnM3jrXb4TYc/L+Rw7B/\npG2/JjDQyoI7ggEcZ7fDSAS7JGGy1YJP+/pgJEJAaNCEgCwEJCI81N6Gn2dlR7LsmMvr350xf83d\n+TmbnmoKBvsGHYbeH+x7hlsR8SXWIWE74FLTq+HbrgEAIcQMAN8EsISIrIe5/WcAfEKIYwDcCWDu\nMGv4AIAMwPL0BnlDh0/TbU2aZNGiQf083zlG7zqGYleh5FaFiPoezw+0tWFezQ682duDX2RlHXL/\nFIsVn3r70K9p6FIUrPD5sEeRMcFiQb7JhMvr63C+04mGYBACwDRrcuzAOr195dh5y260Gxuq6lXt\n4Otwiir7TAbzdXrVxgam5+WmS8O3nQLgaQAQQmxFaCmNSYe5/TQAz4Rv3wBgw3AKqKiWPQAqAORp\nAuKpdXIlj4ocnVtM7laYEmMfac0oST0GLeojnH6VnY0PJ0zEhS43nu0+dK7ZyWlpONWRhm811OP6\n3c2YabXBGF7N/Hc5uXi1ZDx+MCYTD7W34RdZWVjc0Y7rmpvwYnfiXyE1C8V4Wu1LxXOX/94vd27f\ntfd2r7/n3usemx+ViXls5HS/3AQM2Bo/3O1AaJTSaFQB6AXg+Lhe3bW5TeP9JkZojwr18wJnht51\nDEdzmuiL1bnKXS4sHaTD+aeZWXi1ZDweLywCABSZzAfd/4HHg6OtNvg0gR2BAO4vGIuK3h70D70P\nOK6NCXY6z9vwwLixax/q9PXu2pSelnWn3jWxQ8VDSHwC4CoAIKJJAIoAVA/x9ukAjhnuCcOzsJ8C\nkAMAf10efN+vCN4DeQRutqS3kDExWhF71Wchqq+ydcH9S0RVeT04ymw55DGqEOhWQ1e9qv1+VAf8\nODltf3eJLASe6e7C1WPGwK9poPB7JhG+L5lM7tk6Zuaqe26+ZvG8mCwayIYnoiM9RuhhAIuJaCMA\nBcD3hRABIhrs9kcAPElEGwCsA7BihOddF/6Y1NIn9ry7Q3n/4immBaP/cVLHbhXq8kJHZqJt+bZj\nnGTEzsg81/XNTVjh86FbVXFmzQ78PDMLn/R5sTMYhARCgcmI23LzAACb/P14vrsbf8zLhyIEvt1Q\nDwBwSBLuyS/Yd7kJAJ7r6sLFLjdskoTJFgsEBC7euROnOdLgMiTXElTNGi0/d9vm1/Wugw2MUvl6\n/ILJplwAdwHYQ4D8j4usV+c5pMIjHcdCrjamN68sdBXoXcdw5TUpvQ/+C3G5dEiqkYWQ98jy5HNr\nayIU2yzS4uFyk24qquUWAK8CKBAAHlsjV/LaPkPTpJKyIt+RqXcdI7EnX3IpQgw8w43F1B5Z/hMH\nRHxL6ZAIWwqgHYB7RZPasna39oXeBSWCG63uVjJKh15sTwSShE6jlvjDhBJch6LUbPD7b9K7DnZ4\nKR8SFdVyAKFO7EwA9OAXgSqfzOs6HU6jSsrqPOehg/8TSJNT9OtdQypThFAa5OA3r29u4pZ7nEv5\nkAjbAmA5gPwuP4LPb5Lf1LugeHaT1d1KRjIf+ZHxqy6b+MVJR/XB4MPfqq9fqXcd7Mg4JLBvm9Pn\nw99aXt2qbFu7Wx3pqKmk1qCSsmYYrYhdj+/Cl7/4Ettv2r7vNsWrYOd9O7Htt9uw876dUPsGngBd\n96c6bPnZFtTfX3/Q7Y2LG7H95u3Y89L+yfKtr7eid83QNx2sKSLTkB/MIqpDUXZuDQR+rXcdbGg4\nJMIqquUOAM8CGAuA7vkssLSzX4xqTfxkdKMtfVitiIxTMlDyfyUH3dZe2Q7HVAcm3TMJjqkOtFW2\nDXhs1gVZGPc/4w66zd8YWgCv9I5S+Lb5oPpUyN0y+mv74Zoz9AFLNSUGHt2kA0UItUGWv3l9c1PU\nl0ZhkcEhcbBPEJp3UeCToTz4ReAlRRM8wSesXiVlXZ5jWH0RaZPTYEg7eFx/79pepJ8SWjA2/ZT0\nQVsAjmkOSNav/IkaACELCE1AKAKQgNZXWpFzWc5wykJHjsERFMI/rIPYqG0PBB74Vn0dDw5JIBwS\nBwhfdloCoA+Ae81ure2dHco7OpcVN35nS28lw+j7IpQeBab00NUeU7oJSu/Qc9haYIVpjAk1t9XA\nfZwbwZbQ7GZb8fAXoG03RX8NJ7ZfYzC4/qGO9t/oXQcbHg6JrwgvAPgIgAwAxkdXy6tru7StOpel\nu50qyRvyHHGxXnX+VfmY+MeJyJqfFWpFXJqD1opWNPy9AZ0fdQ75eXa5uSURK72q2rvc57u4yuNJ\njoWnUgiHxAAqquVqAK8BGAcAd30aeN0bFEPvFU1CN9rTW8kQmc5eo9sIuTs0l03ulmF0jWx1mN41\nvbCNt0ELaAg0BVB0TRG6P++GFhja69DO3ERbUCQxqUJoa/r7f3zrnt31R340izccEoN7E8B2ALmt\nfcL/5NrgK6k6G7tGJXljrmN4F/0PwzXLhe7/huaydf+3G67Zw+9DFopAx9IOZM3PghbU9q8ZLEL3\nDcWOogSdDJhgNvn9T/1sV+MLetfBRoZDYhAV1bIC4FGEfkf2pbVq/WcN6sc6l6WLG+0ZI25FND7S\niNo7ahHYE8DW67ai8+NOZF2YBe9mL7b9dhu8m73IKg/1hffv7EfTE037jq29qxaNDzfCu8WLrddt\nhWfj/jmOHR90IP3kdEgWCdZCKyCA7Tdvh73UfkhH+WBqx0vukfxMbOgag8HN/+js+KnedbCRS+kF\n/oZiwWTTcQB+AaCOAO2+cy2XT8o0TNe7rljZrlDw0qPGSWSI7N7Q8WLJXUGfjSS73nUkow5Faa/o\n7Tn23tZWvsyUwLglcWSrENrytFAAuLUq8HqLV9t1hGOSxo2OjLZkDQgAaLOkdl9TtPg0zf+e13MV\nB0Ti45A4gvCw2OcAfInw/InbPgo85wmIpF8grlqVgl/mpuXqXUc0NaaLgN41JBtFCO19r+fmP+zZ\n857etbDR45AYgopqOYjQsNhOANnNHuH70+eBZ4Nqcr/A3JiW3kZS8rYiAKA2n3iIU4R91tf31Dse\nz/1618Eig0NiiMLzJx5AaByNa+0erf2JtfILmhBJOe77S1UKVuem5eldR7TVFBmGPwuPDWpDf/+n\nz/d0/y/Ph0geHBLDUFEt70EoKNIBWN/artS+uU2p1LmsqLgpLaONJEqufTIHUFsiuXnwRmTsCAS2\nPtXVeXGVx5PULexUwyExTBXV8jYA/wRQAMD42Bp5zcom9XOdy4qozYoU2JZrT/pWBAD4HZK5j3j/\nkNGqCwYbnujqvPDt3t4uvWthkcUhMQIV1fIyAC8DKARAd3wSWLqtQ92kc1kRc5Mzoz0VWhF7tVg1\nDolRaJbllqe7Oq94tbu7Ru9aWORxSIzcGwA+A1AkACx8P/DK9g51s841jdpGRQrsyEmNVsReDWPA\n+12PULuidD7d1fmtf3d18QZCSYpDYoQqqmUNoRVjvwRQqGgQv30/8HKiB8XNKdaKAIDaAh7hNBLd\nqtr7TFfXj57q7PxQ71pY9HBIjEJ4f+yHAGxDEgTFelUK1OTY8/WuI9Zqig0843qYelTV8++uruu2\nBQOv6V0Liy4OiVGqqJb7ATyIJAiKcCsi5f4m6oul9FRdvHEkulSl57HOjt9uCvifrPJ4+PeW5FLu\nBSEakiEo1qlSYGd26rUiAEC2SEaPJHgDoiHoUJSuxR0dN9cEg49yQKQGDokISfSguNk5JiVbEXvt\nsWlevWuId22K0vFIR/tvG2X54SqPh/eoThEp+6IQDYMFRbwPj12tGPx12baUbEXsVZ9FvJf5YeyR\n5baHO9r/r1lRHufZ1KmFQyLCBgqKG94LvLyiSflM59IGdYs7oyOVWxEAUFOQ3GtUjUZdMNj0cEf7\ntS2K8i8OiNST0i8M0XJAUFQDKBEA3fFJ8P2KavkNVYuvtZ5WqgZ/Q7atQO869FYzXkrTu4Z4tL6/\nf9v97W0/a1fV57kPIjVxSERJOCj+itCEu/EIL+Hx6Gr5mYAi/PpWt98trowOIp4nsGuc5FaF4Ovs\nYUIIVHk9q/7R2fFTWYg3OSBSF4dEFIXnUTwO4CUARQCsb+9Qdt75aeDx3oDQfY2bZYqhfxe3IgAA\nmlGSug1a0u8RMhSKEMrLPT3vv9jTc3WVx1PFAZHaOCSirKJa1iqq5QoADwPIAeBat0dr/81S/2N7\nvFqjnrXdnj6mk1sR++1OEz69a9Bbv6b1P9nZ+eqHfd4fVXk8G/Wuh+mPQyJGKqrl5QDuBmBBeOOi\nX77tX6LXyKdliqG/KcvKrYgD1GchrvqLYq1Fllv/0t72z7X+/v+t8nh421EGgEMipiqq5e0A/gDA\nA2BsvwL1+vcCL39cp3wY6xm/t3Er4hA7xkkpO8JpXX//1rvbWv/UJMs3Vnk87XrXw+IHh0SMVVTL\nLQDuBLAdQAkA6c/Lgp8++EXwSW8wNrN+P1WMvmZuRRyiZrzk1LuGWFOEkF/t6f700c6Om4NC3F/l\n8fTpXROLL8RL1uhjwWSTCcA3AJwDYA8AX5adrDeearlo4hhpWjTPfbYju6kl2zY2mudISJqGfy9S\nZSORSe9SYqFHVbuf6Oxcuj0YuKvK41mndz0sPnFLQicV1bIM4BmEhsk6AeS2+4T/1+/6X6yolt9Q\nNBGVPQ4+VYy+PdyKGJgkodOYGiOcvvT7d9zd2vLP7cHAtRwQ7HC4JREHFkw2ZQH4MYApABoBKLPy\npKxflpmvyLRLuZE811nO7ObWLB72OpjfPeJvmN1tLNK7jmgJaJq/ord3RVWf92kAz1R5PHEzZ4fF\nJ25JxIGKarkdwH0IzacYB8C9bo/W/r+V/n+u2a1+EanzVClGX0smtyIOZ2cOJe27pl3BYOM9ba2v\nVPV5bwbwOAcEGwpuScSZBZNNkwD8DKFLUE0AxMWTjaXfmG66MM1MrtE89zxXdnNbJrciDue4FcHm\nGz6Qkup3JAsRXOrxrHrT0/sugEerPJ49etfEEgeHRBxaMNnkBPAdACcAaAbgd1tgvrbMcsbcAqlM\nouEvxrdUMfZdNzE/jUe9Hl5mq+p95HHh0LuOSGkIBuue7upa0aTIzwB4p8rj4f282bBwSMSpBZNN\nBOBUAFchdFmwGYA4tkDK+fEcc3m+UxrWdfMzXDnNHXypaUieuUv2m4msetcxGj5N632jt2fVx319\nXyDUeqjTuyaWmDgk4tyCyaYxAL4O4EQAnQB6CMD3Z5lmzS81nmM10hH3Z16qmPqum5jHrYgheuC+\nQEuBYojogIFY0YTQ1vb3b3iuu2ujT4hXALxd5fEE9K6LJS4OiQQQblVMAfB9hNZ/2g0gmJNG1mvL\nzGdNz5HmSodJgNNdObs7M60pvanQcFz/qL/++A5jsd51DFerIjc929W1ensw+BlCI5ea9a6JJT4O\niQSyYLLJDOBsAJcBUAC0ABCnFhkKvj/LdGF2mnRIELyjmLw3lOYnzTX2WLj89UD9lVsMCRMSHlXt\neMfjWV/V5/0SwL8ArBrN5kBElAfgAQDHAQgAqAPwKyHEtkjUyxILh0QCWjDZlAPgmwDmAGgH4JEI\n9K0ZpunnTzSe4bLQmL2PPc2ds7trDLcihmPmWnnPTe9Qnt51HIlf07yf9HlXv9HbW6cCSwG8XuXx\njGqv7vB6Xp8DWCKEWBy+bRYApxDi0yEeT0LE1+ZabOQ4JBJU+BLUMQhdgkpHaGmPgEmC9L1Zplkn\nFxvPXW40ywu5FTFszm61//FHhE3vOgYjCxFc5fOteamnu7ZfiDUAXqzyeBoi8dxENA/A7UKI0wa4\nzwHgdQAZAEwAbhZCvE5EJQDeBlCFUN/ZJUIIXkU2SXBIJLgFk01WAKcDuAShZcj39BOl1VlN52Sd\n6N7ZOzvjVMmSegvXjdaSu4J9NoqvLU1lIQIb/f0bXunpqe1U1WoAzwGojuSmQER0LYDxQojrBrjP\nCMAuhOgloiwAywGUAigGUAvgJCHE8kjVwuJDyi6NnCwqqmU/gHcXTDZ9BuBMABe1G6TpPYLqW5Z7\nV9LqvjXpJ6fPTpuSdrLBakjXudyE0WoRvcVBxEVIBDTNt6a/f/VrvT2NHk3bjVA4rB1Nv8MIEYC7\niOg0ABqAsQD2jgKr54BIThwSSaKiWvYCeGPBZNMnfSR91080G0ChkEVL10ddq7o+7VqTcVLGMWlT\n0k4ypBmy9a433jWmi2Bxq741+DSt5wtf35o3enub/EK0A3gNwLIqjycYxdNuBnDFIPddBSAbwFwh\nhExEdQD2zifhJcaTFF9uSlKu2S43Qi2L+QhdP25BaKQK0o5OK3JOdx5rzjVPI4kMOpYZty56K9Dw\nnfUGXRb6a1eUxuW+vi3vejwtaqiv6RUAa2IxWzrc8bwcwGNCiH+GbzsOgB3ALAAThRC/IKIzAXwI\nYHz40DeFENOjXR+LPQ6JJOea7XIi1GdRjtC7vh4A3QBgTDfa3ce7Z9vG2+YabIYMHcuMO9M2KW23\nv4GYtbhkIYI1gcD697yemq2BwN5hp68C2FTl8aixqgMAiKgAoSGwcwH4w7X8CkAXgDcQetOxDsDJ\nCL0JATgkkhaHRIpwzXZZAcwAcAFCO+LJAFoRmm8B5yznBMfRjuNMWaZJvK0pYPVqwSUPquZo/yq6\nVXXPap9v3TteT2ufpmkA1gN4F8DWSHZIMzZSHBIpxjXbRQAKEVoX6nSE3hV2AegFAHOO2eU61jXb\nOtY63ZBmyNKvUv09cZNKbngAAAenSURBVHfQ40DkR4b1aVr39kBg06d93sYvQ62GPoSCYXmVx9MW\n6fMxNhocEinMNdtlBzAbodZFAYAggDaEWxfWQmtm2rS0qdax1qkGp6Eg1RoYd9/vb57gN0ZkUcR+\nTfPuDAY3f+7r27Gmvz+A0KKN1QiFwyZenZXFKw4Jtrd1cRRCLYsTEBr1JgPoQCg4YM4xuxzTHVOs\nhdapxnRjcSpckvrZEn/9mc0jX8OpV1XbGuTgjrX9/XXLfT6fCAVDO0KTztbyvg4sEXBIsIO4Zrss\nACYi1Gl5AkKd3SpCgeEHAKPbaHMe45xsLbJOMaYbiySTFLezk0fjvKWBxh+uMhQO9fGKEME9irxz\nRyC4fZmvb1ejLJsAGBAaLPARgDUAGrmvgSUSDgk2KNdslxGhIY6zAZwEwAVAILRk+b5x8dZia7at\nxFZozjUXmTJMRckyUmriNqXjrpeROdj9QSH8HYqya5csN24LBHat7Pd5gmLfch7tAFYAWAtgpw4T\n3xiLCA4JNiSu2S4JoQ7vYwCcgtCkKhH+6AHgDX8NU6bJYZ9gL7TkW4pMmaYig8OQR9Lwd9PTmzGg\nqc/8WZUkIhJCCK+mdbYqyq4GOdi4xR/YtSXg7xeh4CSEfvZNCAXDDgBt3GJgyYBDgg1buA/DDaAI\nobV7ZoS/Fgi9YHoRGi2lAIBkkYzWQmu2OdecbcowZRvdxmxDmiFLskoZ8RYeQgiIPs1nbJP9hn5t\n2zdeCOxp6wu2b/EHunxCsyM0qWzv/zR1ADYg1AG9kzf3YcmIQ4JFRHgeRiFCczBmAJiM0PX4vR3c\nfQB8CPdrAAAkkCXX4jbnmMcY040ZRrcxw2A1OMlMNskk2chEVjKSjYxki0SYCEUENVnzagHNqwW1\nPs2vebV+rU/tV71qn9ond8rdgaZAp7lHHVvcihmOANZhfyD4AXwJYCOABgBNUV4eg7G4wCHBosI1\n22UAkA8gL/x5PEKrhY5BqCOcEBrtIwPoR+hFWAl/HPJHKdkls9FptBkcBpvBbrBKFskCASE0oUGE\n/hOa0KBBCCEENGh7PysepV/pUrxaQFMQGrllDn+Ywp8NCC1YRwBAmmgraoOS5UEVQrsAtgDo5MtH\nLBVxSLCYCrc4xoQ/MhCanzEOoT4OB0KXc4DQi/ZedMCH9pXb9n594B+yOOCz+Mrj/QgtS9KN0Iit\nLoTmhrSHPzp71/bGdBkMxuIZhwSLK+H+Dmv4wzbAx97lu1WEAkBFKDj2BoJ2wOcgQv0jfXs/967t\n5UlrjA0DhwRjjLFBxdXIEsYYY/GFQ4IxxtigOCQYY4wNikMCABGpRLSOiDYR0YtEZCeiEiLaFKPz\nv0NEY4noIyI69giPvYSIpsWorhsPc18dEW0M/942EtHFB9z3efjzvt8hEZ1BRG9Gv2rGWCRxSIT0\nCyFmhXfWCgL4aaxOTEQ2AGOEEE1DPOQSAMMKCSIa6V7mg4ZE2JlCiFkI7Yn84N4bhRAnjfB8jLE4\nwyFxqE8RWgUVAAxE9E8i2kxE74Vf0EFEs4hoORFtIKJXiSgjfPtHRHQPEa0gom1EdGr4dgMR3UdE\nK8PH/OSA852B0AqhByEiLxHdSUTrw+fKJaKTACwAcF/4HfyE8Mc7RLSaiD4loinh458ior8QURWA\ne4jodiJ6IlxjLRFde8C5vh2ueR0R/SNc7yIAtvBtzx7hd+b6//bu2LXOKg7j+PeRhBKiVBx0rRWK\nRUgESRYnsa126mClQxCHkMHByQYrCAH/BwVFh3QqBDoUBGMJaRVFLGltwGwliFNEsKmUUkt4HM65\nycsl7403S6/h+Uz3vpz3d8/7Dvf3vr/DOYcy32C77/3c8IgYXEkSDfWJ+zRl6QUo6xJ9avslyuSr\nt+rxi8CHtsdq27lGmCHbk5Q9gTvHp4FN2xPABDAjqbOB/Gngm126Mwr8ZHsc+A6Ysf0jcAWYrW8+\nd4AvgPdtvwKcBz5rxDgGnLD9Qf3+IvAGMAnMSRqWdBw4B7xa3wq2gCnbF9h5w5pquWXLtZx0Hfi4\npU1E/I/ttwxx0IxI+qV+/h74ijITeN125/gKcETSYeBp29fr8XlgoRHrcrN9/XwKGJN0tn4/TElA\n65TN5M/v0qd/gE4NfwU42d1A0pOUJbwXGnsAHWo0WbDdnD38te2HwENJfwDPAa9T9o64UWOMUPa+\n/i9es/2npBeAJUnXbOctIuIASZIoHtSn6G31D7O5qucW5Q90L51ztti5v6I87S92/cZR4Hfbuy0U\n98g7Mx2bsZqeAO52973hftf37usZqn2bt/1RS4w92b4jaYMyVvLzfuNExOBJualPtjeBvzrjDcA7\nlHJLL4vAe5KGASQdkzRKe6mpl7+Bp2pf7gHrkt6ucSVpvM94S8BZSc/WGM9I6mzZ+ajT517quc8D\nv/X52xEx4JIk9uddyuDxKvAy8Mke7b8E1oCbtYb/OeUp/k36TxKXgFlJt2qZZwqYlnQb+BU40/Ps\nLrbXKOMJ39bruUpZtRXKeMdqj4Hr5VqmWwYu2N7o81oiYsBl7abHRNIh4AfbPedFREQ8TkkSERHR\nKuWmiIholSQRERGtkiQiIqJVkkRERLRKkoiIiFZJEhER0SpJIiIiWv0LIzy1KPokBTsAAAAASUVO\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28e668404e0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis(\"equal\")\n",
    "plt.pie(exp_vals,labels=exp_labels, shadow=True, autopct='%1.1f%%',radius=1.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h3 style=\"color:purple\">Explode</h3>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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eZBRAXbusyySih8MZtYGslJ603D+swqxbi/+dGYTZSHOJ1+X+YmcXenyl5cA/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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28e667b6d30>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis(\"equal\")\n",
    "plt.pie(exp_vals,labels=exp_labels, shadow=True, autopct='%1.1f%%',radius=1.5,explode=[0,0,0,0.1,0.2])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "<h3 style=\"color:purple\">counterclock and angle properties</h3>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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9W23N+vplzW5/Rxb6Np8A7cBH6IvpbV5Zu9gf6/NXja3IACai9zOcBBwhhLBC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\nRK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x28e6681a550>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.axis(\"equal\")\n",
    "plt.pie(exp_vals,labels=exp_labels, shadow=True, autopct='%1.1f%%',radius=1.5,explode=[0,0,0,0.1,0.2],counterclock=True, startangle=45)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
